Integrated simulation of CFRTP thermo-stamping process chain and experimental validation
Source abstract
Abstract
The thermo-stamping process of CFRTP has been widely used in aerospace and automotive applications. However, unreasonable process parameters can cause defects which affect the mechanical properties and assemblability of the workpiece. In this paper, an integrated simulation method for the CFRTP thermo-stamping process chain (including forming-cooling-demolding stage) is proposed, which tries to convey more forming history variables than the traditional method, and aims to accurately predict the forming defects and springback deformation. In detail, the material models used in the different stages are calibrated based on the material data obtained from the experiments, and non-isothermal simulations of the forming stage are performed to predict the relevant defects and to obtain information on the stress, temperature, and thickness of the workpiece after forming. Then, an cooling simulation model was constructed using the history information of the forming stage as the initial condition to obtain the molding results of the workpiece at the end of the cooling stage. Finally, the results obtained during the cooling phase are used to predict the springback of the part after demolding. The simulation method was validated by experiments on hat-shaped beam. The results show that the integrated simulation method of CFRTP process chain can accurately predict the forming results such as fiber shear angle distribution, thickness change, and springback deformation of hat-shaped beams, in which the error of the predicted value of shear angle is 4.08%, the error of the predicted value of thickness is 7.11%. The error of the predicted value of springback is 5.71%.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Metal Forming Simulation Techniques · Injection Molding Process and Properties · Epoxy Resin Curing Processes
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Jiangsu University
Zhenjiang Aosheng Lightweight Automobile Technology Co., Ltd
Funding
Jiangsu Provincial Key Research and Development Program · Natural Science Foundation of Jiangsu Province · China Postdoctoral Science Foundation · Science and Technology Planning Project of Zhenjiang City
References (47)
Show source-provided references
1. 10.1007/s10443-012-9258-710.1007/s10443-012-9258-7 ↗
2. Mallick PK. Thermoplastics and thermoplastic–matrix composites for lightweight automotive structures. Materials & Design 2010: 174–207.
3. 10.1016/j.compscitech.2018.12.00710.1016/j.compscitech.2018.12.007 ↗
4. 10.1016/j.indcrop.2023.11709310.1016/j.indcrop.2023.117093 ↗
5. 10.1002/pc.2750810.1002/pc.27508 ↗
6. 10.1002/pc.2703910.1002/pc.27039 ↗
7. 10.1002/pc.2785210.1002/pc.27852 ↗
8. 10.3390/agriculture1407107910.3390/agriculture14071079 ↗
9. 10.3390/agriculture1408142610.3390/agriculture14081426 ↗
10. 10.1016/j.compositesb.2012.07.04710.1016/j.compositesb.2012.07.047 ↗
11. 10.1016/j.compositesb.2013.01.02610.1016/j.compositesb.2013.01.026 ↗
12. 10.1016/j.indcrop.2023.11638110.1016/j.indcrop.2023.116381 ↗
13. 10.1016/j.compositesb.2017.12.00710.1016/j.compositesb.2017.12.007 ↗
14. 10.1016/j.compstruct.2012.09.05210.1016/j.compstruct.2012.09.052 ↗
15. 10.1016/j.compositesb.2021.10919610.1016/j.compositesb.2021.109196 ↗
16. 10.1016/j.compositesb.2020.10846210.1016/j.compositesb.2020.108462 ↗
17. Schug A Winkelbauer J Hinterhölzl R et al. Thermoforming of glass fibre reinforced polypropylene: a study on the influence of different process parameters. In: Proceedings of the 20th International Esaform conference on material forming: Esaform Dublin (Ireland) 7 August 2017.10.1063/1.5007997 ↗
18. McCool R, Murphy A, Wilson R, et al. Thermoforming carbon fibre-reinforced thermoplastic composites. Proc Inst Mech Eng Part L 2012; 226: 91–102.
19. 10.1016/j.compositesa.2013.06.01410.1016/j.compositesa.2013.06.014 ↗
20. Haanappel SP. Forming of UD fibre reinforced thermoplastics[D]. University of Twente, 2021.
21. 10.1016/j.jmapro.2022.12.02510.1016/j.jmapro.2022.12.025 ↗
22. 10.1177/002199831770199710.1177/0021998317701997 ↗
23. 10.1016/j.compscitech.2008.06.02410.1016/j.compscitech.2008.06.024 ↗
24. 10.1016/j.biosystemseng.2024.01.01710.1016/j.biosystemseng.2024.01.017 ↗
25. 10.1016/j.biosystemseng.2019.11.01410.1016/j.biosystemseng.2019.11.014 ↗
26. 10.1016/j.compositesa.2018.07.01010.1016/j.compositesa.2018.07.010 ↗
27. 10.1016/j.compstruct.2018.05.00410.1016/j.compstruct.2018.05.004 ↗
28. 10.1002/eng2.1237310.1002/eng2.12373 ↗
29. 10.1007/s00170-024-13629-110.1007/s00170-024-13629-1 ↗
30. 10.1016/j.compositesb.2022.10972810.1016/j.compositesb.2022.109728 ↗
31. Stamopoulos AG. A combined finite element – life cycle assessment approach for assessing the sustainability of the thermoforming process of a thermoplastic composite component. In: Material Forming: ESAFORM 2024 Toulouse (France) 7 March 2024 pp. 2767–2777.10.21741/9781644903131-303 ↗
32. 10.1016/j.compositesb.2024.11131910.1016/j.compositesb.2024.111319 ↗
33. 10.1177/0892705723117421710.1177/08927057231174217 ↗
34. 10.3390/ma1705111510.3390/ma17051115 ↗
35. 10.1007/s10965-017-1356-710.1007/s10965-017-1356-7 ↗
36. 10.4028/www.scientific.net/KEM.651-653.43910.4028/www.scientific.net/KEM.651-653.439 ↗
37. 10.1016/j.compstruct.2004.08.02510.1016/j.compstruct.2004.08.025 ↗
38. 10.1016/j.compositesa.2008.02.01610.1016/j.compositesa.2008.02.016 ↗
39. 10.1016/j.compscitech.2003.10.01510.1016/j.compscitech.2003.10.015 ↗
40. ASTM Standards. Standard test method for tensile properties of polymer matrix composite Materials1: D3039/D3039M-17[S]. ASTM International, 2017.
41. ISO 9073-7:1995 - Textiles - test methods for non-wovens - part 7: determination of bending length; 2003.
42. 10.1016/j.compositesa.2006.12.00510.1016/j.compositesa.2006.12.005 ↗
43. 10.1016/j.compositesa.2005.12.02510.1016/j.compositesa.2005.12.025 ↗
44. LST LS-DYNA Keyword User’s Manual - VolumeⅡ. Material Models, 2020, vol R13.
45. 10.1002/pamm.20230025710.1002/pamm.202300257 ↗
46. LST LS-DYNA Keyword User’s Manual - Volume I. Material Models, 2020, R13.
47. 10.1016/j.compositesb.2017.06.00710.1016/j.compositesb.2017.06.007 ↗